The graph represents a network of 3,192 Twitter users whose tweets in the requested range contained "digitalmarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 17 July 2019 at 17:55 UTC.
The requested start date was Tuesday, 16 July 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 8-hour, 11-minute period from Sunday, 14 July 2019 at 07:09 UTC to Monday, 15 July 2019 at 15:21 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 3192
Unique Edges : 3941
Edges With Duplicates : 2682
Total Edges : 6623
Number of Edge Types : 3
Mentions : 3977
Tweet : 2602
Replies to : 44
Self-Loops : 2602
Reciprocated Vertex Pair Ratio : 0.017175572519084
Reciprocated Edge Ratio : 0.0337711069418387
Connected Components : 1156
Single-Vertex Connected Components : 854
Maximum Vertices in a Connected Component : 1504
Maximum Edges in a Connected Component : 4491
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.945491
Graph Density : 0.000313970447899756
Modularity : 0.50831
NodeXL Version : 1.0.1.416
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[351] digital,marketing [324] #digitalmarketing,#marketing [247] social,media [229] #marketing,#digitalmarketing [220] #socialmedia,#digitalmarketing [192] gt,gt [172] #seo,#digitalmarketing [136] #digitalmarketing,#contentmarketing [131] #digitalmarketing,#seo [122] #digitalmarketing,#socialmedia Top Word Pairs in Tweet in G1:
[105] digital,marketing [65] social,media [60] #marketing,#digitalmarketing [47] #digitalmarketing,#marketing [40] #socialmedia,#digitalmarketing [36] #contentmarketing,#digitalmarketing [36] #digitalmarketing,#socialmedia [32] #digitalmarketing,#seo [30] #digitalmarketing,#onlinemarketing [25] check,out Top Word Pairs in Tweet in G2:
[91] #digitalmarketing,#marketing [54] #socialmedia,#digitalmarketing [50] digital,marketing [46] gt,gt [42] #digitalmarketing,#contentmarketing [42] #socialmediamarketing,#digitalmarketing [31] #marketing,#digitalmarketing [31] social,media [30] #socialmedia,content [30] #digitalmarketing,#seo Top Word Pairs in Tweet in G3:
[47] #marketing,#digitalmarketing [29] social,media [27] digital,marketing [23] #digitalmarketing,#marketing [22] #seo,#digitalmarketing [17] check,out [14] #digital,#marketing [13] #digitalmarketing,#ads [13] #ads,#advertings [13] #advertings,#seo Top Word Pairs in Tweet in G4:
[26] content,marketing [20] ecommerce,metrics [20] metrics,matter [20] matter,mediarings [20] mediarings,#designthinking [20] #designthinking,#designinspiration [20] #designinspiration,#uxdesign [20] content,same [20] same,content [20] marketing,brennermichael Top Word Pairs in Tweet in G5:
[68] #digitalmarketing,#marketing [39] #marketing,#seo [35] #seo,#digitalmarketing [26] adweek,#advertising [26] #advertising,#digitalmarketing [25] #seo,#searchengineoptimization [24] social,media [23] forbes,#digitalmarketing [21] mattgsouthern,#smm [21] content,marketing Top Word Pairs in Tweet in G6:
[18] digital,marketing [17] #contentmarketing,#blogging [14] gt,gt [14] #socialmedia,#marketing [14] tools,need [13] startgrowthhack,#marketing [11] #marketing,#digitalmarketing [11] #marketing,#contentmarketing [11] #blogging,#digitalmarketing [11] #digitalmarketing,#onlinemarketing Top Word Pairs in Tweet in G7:
[80] gt,gt [34] #socialmedia,#digitalmarketing [22] digital,marketing [21] #diet,#food [21] #food,#exercise [21] #exercise,#keto [21] #keto,#drink [21] #drink,#nutrition [21] #nutrition,#weightloss [21] #weightloss,#workout Top Word Pairs in Tweet in G8:
[14] #digitalmarketing,#socialmediamarketing [13] #digitalmarketing,#marketing [10] #seo,#smo [9] #marketing,#digitalmarketing [9] #socialmediamarketing,#marketing [9] #marketing,#marketingstrategy [9] #twitter,#instagram [8] #socialmedia,#digitalmarketing [7] #smo,#socialmedia [7] new,#logo Top Word Pairs in Tweet in G9:
[26] #infographic,follow [13] #digitalmarketing,#marketing [12] #seo,#digitalmarketing [11] digital,marketing [10] trends,2019 [10] #digitalmarketing,#seo [9] social,media [9] #seo,#smm [8] seo,trends [8] marketing,trends Top Word Pairs in Tweet in G10:
[27] digital,marketing [12] major,reason [12] reason,local [12] local,businesses [12] businesses,fail [12] fail,grow [12] grow,rapidly [12] rapidly,leverage [12] leverage,use [12] use,digital Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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